{"id":"W4281622799","doi":"10.1002/9781119665885.ch22","title":"Donors and Blood Collection","year":2022,"lang":"en","type":"other","venue":"","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Héma-Québec","funders":"","keywords":"Blood donor; Dignity; Donation; Obligation; Health care; Attendance; Medicine; Intervention (counseling); Apheresis; Blood collection; Nursing; Blood transfusion; Medical emergency; Surgery; Law; Immunology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01709795,0.0004316728,0.0006757376,0.001684351,0.004366161,0.00619836,0.001748373,0.002775321,0.06775039],"category_scores_gemma":[0.02032785,0.0005259765,0.0004542018,0.001557026,0.002123175,0.002229121,0.005668677,0.003416089,0.03852423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002227228,"about_ca_system_score_gemma":0.01007677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004578013,"about_ca_topic_score_gemma":0.005679222,"domain_scores_codex":[0.9862127,0.005393082,0.001190157,0.001236994,0.004970086,0.0009969745],"domain_scores_gemma":[0.9930813,0.001364912,0.0003286778,0.001298997,0.002517026,0.001409171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002989763,0.0002822763,0.006327939,0.0005137827,0.00001183809,0.0007336045,0.003725839,0.00008611773,0.001023223,0.1031403,0.5608943,0.3229618],"study_design_scores_gemma":[0.00001134693,0.00003778496,0.0007554729,0.0002736938,0.000002627738,0.0005092974,0.0005636575,0.00001740587,0.0003356168,0.002977508,0.9945077,0.000007978752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0197811,0.03788942,0.03146557,0.05280851,0.01664667,0.007241186,0.005507619,0.001182418,0.8274775],"genre_scores_gemma":[0.0640029,0.03462099,0.04571861,0.03802383,0.004813454,0.00705449,0.005800779,0.0008028006,0.7991621],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06775039,"threshold_uncertainty_score":0.2266477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071579712018116,"score_gpt":0.2100746780048455,"score_spread":0.1993588808846644,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}